Pandas Profiling Report

Dataset statistics

Number of variables	37
Number of observations	14838
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	4.8 MiB
Average record size in memory	339.6 B

Variable types

Numeric	31
Categorical	6

Alerts

`BertzCT` is highly overall correlated with `Chi1` and 18 other fields	High correlation
`Chi1` is highly overall correlated with `BertzCT` and 18 other fields	High correlation
`Chi1n` is highly overall correlated with `BertzCT` and 17 other fields	High correlation
`Chi1v` is highly overall correlated with `BertzCT` and 18 other fields	High correlation
`Chi2n` is highly overall correlated with `BertzCT` and 17 other fields	High correlation
`Chi2v` is highly overall correlated with `BertzCT` and 18 other fields	High correlation
`Chi3v` is highly overall correlated with `BertzCT` and 17 other fields	High correlation
`Chi4n` is highly overall correlated with `BertzCT` and 15 other fields	High correlation
`EState_VSA1` is highly overall correlated with `BertzCT` and 18 other fields	High correlation
`ExactMolWt` is highly overall correlated with `BertzCT` and 18 other fields	High correlation
`FpDensityMorgan1` is highly overall correlated with `BertzCT` and 12 other fields	High correlation
`FpDensityMorgan2` is highly overall correlated with `FpDensityMorgan1` and 1 other fields	High correlation
`FpDensityMorgan3` is highly overall correlated with `FpDensityMorgan2`	High correlation
`HallKierAlpha` is highly overall correlated with `BertzCT` and 2 other fields	High correlation
`HeavyAtomMolWt` is highly overall correlated with `BertzCT` and 18 other fields	High correlation
`Kappa3` is highly overall correlated with `BertzCT` and 18 other fields	High correlation
`MaxAbsEStateIndex` is highly overall correlated with `BertzCT` and 17 other fields	High correlation
`MinEStateIndex` is highly overall correlated with `Chi1` and 13 other fields	High correlation
`NumHeteroatoms` is highly overall correlated with `BertzCT` and 19 other fields	High correlation
`PEOE_VSA10` is highly overall correlated with `BertzCT` and 12 other fields	High correlation
`PEOE_VSA14` is highly overall correlated with `EState_VSA1` and 5 other fields	High correlation
`PEOE_VSA8` is highly overall correlated with `HallKierAlpha`	High correlation
`SMR_VSA10` is highly overall correlated with `EState_VSA1` and 6 other fields	High correlation
`SMR_VSA5` is highly overall correlated with `BertzCT` and 16 other fields	High correlation
`SlogP_VSA3` is highly overall correlated with `BertzCT` and 18 other fields	High correlation
`VSA_EState9` is highly overall correlated with `BertzCT` and 19 other fields	High correlation
`fr_COO` is highly overall correlated with `fr_COO2`	High correlation
`fr_COO2` is highly overall correlated with `fr_COO`	High correlation
`FpDensityMorgan1` is highly skewed (γ1 = -120.9302614)	Skewed
`FpDensityMorgan2` is highly skewed (γ1 = -120.9608458)	Skewed
`FpDensityMorgan3` is highly skewed (γ1 = -120.8300683)	Skewed
`Kappa3` is highly skewed (γ1 = 26.41961118)	Skewed
`Chi2n` has 229 (1.5%) zeros	Zeros
`Chi2v` has 225 (1.5%) zeros	Zeros
`Chi3v` has 493 (3.3%) zeros	Zeros
`Chi4n` has 1310 (8.8%) zeros	Zeros
`EState_VSA1` has 3010 (20.3%) zeros	Zeros
`EState_VSA2` has 5731 (38.6%) zeros	Zeros
`PEOE_VSA10` has 6205 (41.8%) zeros	Zeros
`PEOE_VSA14` has 4181 (28.2%) zeros	Zeros
`PEOE_VSA6` has 9985 (67.3%) zeros	Zeros
`PEOE_VSA7` has 7485 (50.4%) zeros	Zeros
`PEOE_VSA8` has 8473 (57.1%) zeros	Zeros
`SMR_VSA10` has 2406 (16.2%) zeros	Zeros
`SMR_VSA5` has 2239 (15.1%) zeros	Zeros
`SlogP_VSA3` has 2595 (17.5%) zeros	Zeros
`fr_COO` has 9325 (62.8%) zeros	Zeros
`fr_COO2` has 9311 (62.8%) zeros	Zeros

Reproduction

Analysis started	2023-07-07 17:57:26.555681
Analysis finished	2023-07-07 18:00:17.405690
Duration	2 minutes and 50.85 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

BertzCT
Real number (ℝ)

Distinct	2368
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	515.1536

Minimum	0
Maximum	4069.9598
Zeros	34
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	50
Q1	149.1036
median	290.98794
Q3	652.65258
95-th percentile	1816.9412
Maximum	4069.9598
Range	4069.9598
Interquartile range (IQR)	503.54898

Descriptive statistics

Standard deviation	542.45637
Coefficient of variation (CV)	1.0529993
Kurtosis	2.939466
Mean	515.1536
Median Absolute Deviation (MAD)	188.73052
Skewness	1.775677
Sum	7643849.2
Variance	294258.91
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
146.2188491	192	1.3%
170.3657024	147	1.0%
305.926212	147	1.0%
2	141	1.0%
378.0184384	138	0.9%
277.1727756	132	0.9%
62.56842503	120	0.8%
133.7744375	110	0.7%
72.58027135	107	0.7%
289.7237977	101	0.7%
Other values (2358)	13503	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	0.2%
1.30673641	1	< 0.1%
1.754887502	1	< 0.1%
1.77421523	1	< 0.1%
2	141	1.0%
2.754887502	26	0.2%
2.973272035	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
4.525577768	1	< 0.1%

Value	Count	Frequency (%)
4069.95978	2	< 0.1%
4069.859378	1	< 0.1%
3763.010828	1	< 0.1%
3618.136729	1	< 0.1%
3581.259724	6	< 0.1%
3232.9398	1	< 0.1%
3223.9398	1	< 0.1%
3223.8398	1	< 0.1%
3118.737489	1	< 0.1%
2740.126835	4	< 0.1%

Chi1
Real number (ℝ)

Distinct	1259
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.1351889

Minimum	0
Maximum	69.551167
Zeros	36
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2.6427344
Q1	4.6807392
median	6.4852697
Q3	11.170477
95-th percentile	24.91094
Maximum	69.551167
Range	69.551167
Interquartile range (IQR)	6.4897376

Descriptive statistics

Standard deviation	6.819989
Coefficient of variation (CV)	0.74656245
Kurtosis	2.9067844
Mean	9.1351889
Median Absolute Deviation (MAD)	2.697576
Skewness	1.6793682
Sum	135547.93
Variance	46.51225
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.574586063	331	2.2%
2.64273441	311	2.1%
4.03658126	294	2.0%
3.180739213	218	1.5%
5.91279002	192	1.3%
7.221032672	172	1.2%
3.553418013	164	1.1%
2.27005561	162	1.1%
5.53658126	158	1.1%
4.698377303	154	1.0%
Other values (1249)	12682	85.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	0.2%
1	133	0.9%
1.27005561	1	< 0.1%
1.414213562	97	0.7%
1.5	3	< 0.1%
1.732050808	118	0.8%
1.914213562	32	0.2%
2	17	0.1%
2.0975121	1	< 0.1%
2.27005561	162	1.1%

Value	Count	Frequency (%)
69.55116728	1	< 0.1%
61.10422515	1	< 0.1%
46.24737705	1	< 0.1%
45.4446602	1	< 0.1%
43.30677547	1	< 0.1%
43.21732811	1	< 0.1%
42.25719726	1	< 0.1%
40.34398172	1	< 0.1%
39.94916085	1	< 0.1%
37.67588457	1	< 0.1%

Chi1n
Real number (ℝ)

Distinct	3157
Distinct (%)	21.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8543073

Minimum	0
Maximum	50.174588
Zeros	110
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1.3416408
Q1	2.8445561
median	4.0527011
Q3	7.486791
95-th percentile	15.764653
Maximum	50.174588
Range	50.174588
Interquartile range (IQR)	4.6422349

Descriptive statistics

Standard deviation	4.6470638
Coefficient of variation (CV)	0.79378542
Kurtosis	3.4670278
Mean	5.8543073
Median Absolute Deviation (MAD)	1.7822568
Skewness	1.7228554
Sum	86866.212
Variance	21.595202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.56200947	138	0.9%
3.431698411	116	0.8%
0	110	0.7%
3.217863939	106	0.7%
3.281313951	103	0.7%
1.049739411	102	0.7%
4.29960521	97	0.7%
3.713500452	92	0.6%
7.079025681	90	0.6%
3.473677693	89	0.6%
Other values (3147)	13795	93.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	110	0.7%
0.2	1	< 0.1%
0.212739999	1	< 0.1%
0.223606798	19	0.1%
0.25819889	26	0.2%
0.288675135	3	< 0.1%
0.298948689	1	< 0.1%
0.3	1	< 0.1%
0.316227766	2	< 0.1%
0.319001447	1	< 0.1%

Value	Count	Frequency (%)
50.17458776	1	< 0.1%
36.84139984	1	< 0.1%
33.52585235	1	< 0.1%
33.09898249	1	< 0.1%
32.47781262	1	< 0.1%
30.85871864	1	< 0.1%
30.66091854	1	< 0.1%
30.52463041	1	< 0.1%
29.54877071	1	< 0.1%
28.67588457	1	< 0.1%

Chi1v
Real number (ℝ)

Distinct	3306
Distinct (%)	22.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.7384971

Minimum	0
Maximum	53.431954
Zeros	109
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1.4538361
Q1	2.9328418
median	4.3928586
Q3	8.5278592
95-th percentile	21.144665
Maximum	53.431954
Range	53.431954
Interquartile range (IQR)	5.5950174

Descriptive statistics

Standard deviation	5.866444
Coefficient of variation (CV)	0.87058641
Kurtosis	3.1124543
Mean	6.7384971
Median Absolute Deviation (MAD)	2.0373967
Skewness	1.7825778
Sum	99985.82
Variance	34.415165
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.829901953	176	1.2%
3.56200947	134	0.9%
3.431698411	111	0.7%
3.217863939	111	0.7%
7.079025681	110	0.7%
0	109	0.7%
3.281313951	105	0.7%
1.049739411	102	0.7%
3.473677693	92	0.6%
3.713500452	85	0.6%
Other values (3296)	13703	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	109	0.7%
0.2	1	< 0.1%
0.212739999	1	< 0.1%
0.223606798	19	0.1%
0.25819889	26	0.2%
0.288675135	3	< 0.1%
0.3	1	< 0.1%
0.316227766	2	< 0.1%
0.319001447	1	< 0.1%
0.333333333	5	< 0.1%

Value	Count	Frequency (%)
53.43195375	1	< 0.1%
39.90199332	1	< 0.1%
37.97102709	1	< 0.1%
33.09898249	1	< 0.1%
32.68492876	1	< 0.1%
32.62192876	1	< 0.1%
32.47781262	2	< 0.1%
32.3862804	10	0.1%
32.35289903	1	< 0.1%
31.50081529	1	< 0.1%

Chi2n
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3634
Distinct (%)	24.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4325697

Minimum	0
Maximum	32.195368
Zeros	229
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.7236068
Q1	1.9497187
median	2.9704266
Q3	5.7887933
95-th percentile	12.448588
Maximum	32.195368
Range	32.195368
Interquartile range (IQR)	3.8390746

Descriptive statistics

Standard deviation	3.7605163
Coefficient of variation (CV)	0.84838289
Kurtosis	3.0333778
Mean	4.4325697
Median Absolute Deviation (MAD)	1.4702978
Skewness	1.6671437
Sum	65770.469
Variance	14.141483
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.719449317	239	1.6%
0	229	1.5%
5.526831883	138	0.9%
2.24972252	109	0.7%
1.812045589	108	0.7%
2.514181782	100	0.7%
1.127304926	99	0.7%
0.504904335	97	0.7%
2.816708822	95	0.6%
8.012199133	95	0.6%
Other values (3624)	13529	91.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	229	1.5%
0.079444444	1	< 0.1%
0.083333333	5	< 0.1%
0.091287093	8	0.1%
0.092904317	1	< 0.1%
0.105409255	5	< 0.1%
0.115470054	4	< 0.1%
0.11785113	14	0.1%
0.136082764	11	0.1%
0.157464186	1	< 0.1%

Value	Count	Frequency (%)
32.19536806	1	< 0.1%
27.76117671	1	< 0.1%
27.64646832	1	< 0.1%
27.173498	1	< 0.1%
26.74468281	1	< 0.1%
24.35247347	1	< 0.1%
23.75780455	1	< 0.1%
23.67316928	5	< 0.1%
23.57486104	1	< 0.1%
23.57174746	7	< 0.1%

Chi2v
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3725
Distinct (%)	25.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.2532212

Minimum	0
Maximum	34.579313
Zeros	225
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.76638684
Q1	2.0344684
median	3.2427752
Q3	6.6093503
95-th percentile	17.572129
Maximum	34.579313
Range	34.579313
Interquartile range (IQR)	4.5748819

Descriptive statistics

Standard deviation	4.9250648
Coefficient of variation (CV)	0.93753235
Kurtosis	2.8198646
Mean	5.2532212
Median Absolute Deviation (MAD)	1.6276074
Skewness	1.7482601
Sum	77947.296
Variance	24.256263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.719449317	229	1.5%
0	225	1.5%
5.526831883	152	1.0%
2.24972252	113	0.8%
4.562570985	101	0.7%
2.514181782	97	0.7%
1.812045589	93	0.6%
2.634453445	92	0.6%
0.504904335	91	0.6%
2.816708822	90	0.6%
Other values (3715)	13555	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	225	1.5%
0.079444444	1	< 0.1%
0.083333333	5	< 0.1%
0.091287093	8	0.1%
0.105409255	5	< 0.1%
0.115470054	3	< 0.1%
0.11785113	13	0.1%
0.136082764	9	0.1%
0.157464186	1	< 0.1%
0.157464759	1	< 0.1%

Value	Count	Frequency (%)
34.57931288	1	< 0.1%
29.94837963	1	< 0.1%
29.08100827	1	< 0.1%
29.03382325	2	< 0.1%
29.00825217	6	< 0.1%
28.90683035	2	< 0.1%
28.00695412	1	< 0.1%
27.83651676	1	< 0.1%
27.71950001	3	< 0.1%
27.64646832	3	< 0.1%

Chi3v
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3448
Distinct (%)	23.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4187495

Minimum	0
Maximum	22.880836
Zeros	493
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.17462043
Q1	1.160763
median	1.9486129
Q3	4.5020697
95-th percentile	11.341881
Maximum	22.880836
Range	22.880836
Interquartile range (IQR)	3.3413067

Descriptive statistics

Standard deviation	3.4362083
Coefficient of variation (CV)	1.0051068
Kurtosis	2.5346155
Mean	3.4187495
Median Absolute Deviation (MAD)	1.166775
Skewness	1.6445314
Sum	50727.405
Variance	11.807528
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	493	3.3%
3.97897261	250	1.7%
1.86705949	183	1.2%
2.579511904	155	1.0%
1.018938848	121	0.8%
0.142576981	102	0.7%
7.914541993	101	0.7%
0.35739023	100	0.7%
1.749075186	100	0.7%
1.507704509	98	0.7%
Other values (3438)	13135	88.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	493	3.3%
0.05	7	< 0.1%
0.062994079	2	< 0.1%
0.071288491	1	< 0.1%
0.078092629	1	< 0.1%
0.079204124	1	< 0.1%
0.087310213	9	0.1%
0.10081715	10	0.1%
0.102062073	2	< 0.1%
0.105628402	1	< 0.1%

Value	Count	Frequency (%)
22.88083629	1	< 0.1%
22.58927557	3	< 0.1%
22.3143997	1	< 0.1%
22.2977758	5	< 0.1%
22.2426748	1	< 0.1%
22.16061164	4	< 0.1%
21.12338487	3	< 0.1%
21.09265788	1	< 0.1%
21.05851793	1	< 0.1%
21.01843552	2	< 0.1%

Chi4n
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2930
Distinct (%)	19.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7734724

Minimum	0
Maximum	16.07281
Zeros	1310
Zeros (%)	8.8%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.50389663
median	1.0732612
Q3	2.5342812
95-th percentile	5.5068458
Maximum	16.07281
Range	16.07281
Interquartile range (IQR)	2.0303846

Descriptive statistics

Standard deviation	1.8658979
Coefficient of variation (CV)	1.0521156
Kurtosis	5.1549852
Mean	1.7734724
Median Absolute Deviation (MAD)	0.81510275
Skewness	1.8939295
Sum	26314.784
Variance	3.4815751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1310	8.8%
0.895229535	196	1.3%
2.569694053	186	1.3%
1.239132439	170	1.1%
1.081733811	160	1.1%
0.078092629	118	0.8%
0.262560609	100	0.7%
1.770578623	94	0.6%
1.289774594	91	0.6%
3.408510786	89	0.6%
Other values (2920)	12324	83.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1310	8.8%
0.025819947	1	< 0.1%
0.027594912	1	< 0.1%
0.029730255	1	< 0.1%
0.030217023	1	< 0.1%
0.043033148	2	< 0.1%
0.048547849	8	0.1%
0.052704628	27	0.2%
0.057735027	5	< 0.1%
0.058206809	25	0.2%

Value	Count	Frequency (%)
16.0728097	1	< 0.1%
15.62066735	2	< 0.1%
15.02501915	2	< 0.1%
14.03060789	1	< 0.1%
13.8483896	1	< 0.1%
13.78334552	1	< 0.1%
13.6208096	5	< 0.1%
13.58686826	5	< 0.1%
13.57441913	1	< 0.1%
13.40204527	1	< 0.1%

EState_VSA1
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	719
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.202823

Minimum	0
Maximum	363.70595
Zeros	3010
Zeros (%)	20.3%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5.9693053
median	17.353601
Q3	44.876559
95-th percentile	90.658938
Maximum	363.70595
Range	363.70595
Interquartile range (IQR)	38.907254

Descriptive statistics

Standard deviation	31.728679
Coefficient of variation (CV)	1.0864936
Kurtosis	2.9389427
Mean	29.202823
Median Absolute Deviation (MAD)	17.353601
Skewness	1.4260096
Sum	433311.49
Variance	1006.7091
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3010	20.3%
5.969305288	1211	8.2%
12.01114612	923	6.2%
84.55497195	796	5.4%
6.103966388	397	2.7%
45.13547137	303	2.0%
15.64539425	234	1.6%
36.9920528	208	1.4%
90.65893834	195	1.3%
11.75255023	176	1.2%
Other values (709)	7385	49.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3010	20.3%
1	1	< 0.1%
1.111111111	1	< 0.1%
4.794537184	2	< 0.1%
4.923311049	4	< 0.1%
5.428790392	40	0.3%
5.563451492	1	< 0.1%
5.601050811	113	0.8%
5.625586319	1	< 0.1%
5.681755366	1	< 0.1%

Value	Count	Frequency (%)
363.7059541	2	< 0.1%
234.9978465	3	< 0.1%
203.8393844	1	< 0.1%
199.9978465	1	< 0.1%
199.197256	3	< 0.1%
199.0164767	3	< 0.1%
197.6850722	4	< 0.1%
192.4550623	3	< 0.1%
191.8282383	1	< 0.1%
170.3964241	4	< 0.1%

EState_VSA2
Real number (ℝ)

Distinct	445
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.435316

Minimum	0
Maximum	99.936429
Zeros	5731
Zeros (%)	38.6%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.4208216
Q3	12.841643
95-th percentile	41.607352
Maximum	99.936429
Range	99.936429
Interquartile range (IQR)	12.841643

Descriptive statistics

Standard deviation	13.651843
Coefficient of variation (CV)	1.3082348
Kurtosis	4.0267676
Mean	10.435316
Median Absolute Deviation (MAD)	6.4208216
Skewness	1.9143207
Sum	154839.22
Variance	186.37282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5731	38.6%
6.420821623	691	4.7%
6.606881965	661	4.5%
41.60735208	470	3.2%
5.749511833	427	2.9%
12.84164325	364	2.5%
11.49902367	298	2.0%
11.98427311	253	1.7%
5.563451492	223	1.5%
11.51895686	209	1.4%
Other values (435)	5511	37.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5731	38.6%
1.426638065	2	< 0.1%
1.47756086	1	< 0.1%
3.792535936	1	< 0.1%
4.21460058	1	< 0.1%
4.482372554	1	< 0.1%
4.491468174	1	< 0.1%
5.106527395	1	< 0.1%
5.11527693	26	0.2%
5.414990469	76	0.5%

Value	Count	Frequency (%)
99.936429	4	< 0.1%
99.80158929	3	< 0.1%
96.39609093	2	< 0.1%
94.04873568	2	< 0.1%
92.9660241	1	< 0.1%
90.936429	1	< 0.1%
88.7261669	1	< 0.1%
88.13082964	3	< 0.1%
78.93504231	1	< 0.1%
78.20027243	1	< 0.1%

ExactMolWt
Real number (ℝ)

Distinct	1666
Distinct (%)	11.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	292.62309

Minimum	1.0072765
Maximum	2237.3185
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	1.0072765
5-th percentile	87.998286
Q1	148.03717
median	206.04265
Q3	343.09033
95-th percentile	853.15199
Maximum	2237.3185
Range	2236.3112
Interquartile range (IQR)	195.05316

Descriptive statistics

Standard deviation	225.38414
Coefficient of variation (CV)	0.77021995
Kurtosis	2.7367067
Mean	292.62309
Median Absolute Deviation (MAD)	82.108634
Skewness	1.7088455
Sum	4341941.4
Variance	50798.011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
260.0297186	371	2.5%
180.0633881	303	2.0%
342.1162115	230	1.6%
178.047738	207	1.4%
148.0371734	146	1.0%
194.0426527	145	1.0%
548.0808414	144	1.0%
89.04767846	138	0.9%
226.047738	133	0.9%
90.03169405	132	0.9%
Other values (1656)	12889	86.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.007276452	1	< 0.1%
12.02187243	1	< 0.1%
15.01042245	1	< 0.1%
16.01872406	27	0.2%
17.00273965	11	0.1%
17.0265491	1	< 0.1%
18.0052825	1	< 0.1%
26.00273965	1	< 0.1%
26.003074	3	< 0.1%
26.00362258	6	< 0.1%

Value	Count	Frequency (%)
2237.31849	1	< 0.1%
1404.853962	1	< 0.1%
1306.602778	1	< 0.1%
1215.434083	2	< 0.1%
1209.452587	1	< 0.1%
1199.439169	13	0.1%
1199.371735	1	< 0.1%
1193.341426	4	< 0.1%
1191.375864	1	< 0.1%
1182.525345	3	< 0.1%

FpDensityMorgan1
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	556
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2367738

Minimum	-666
Maximum	3
Zeros	1
Zeros (%)	< 0.1%
Negative	3
Negative (%)	< 0.1%
Memory size	747.9 KiB

Quantile statistics

Minimum	-666
5-th percentile	0.77272727
Q1	1.0454545
median	1.25
Q3	1.5
95-th percentile	1.8571429
Maximum	3
Range	669
Interquartile range (IQR)	0.45454545

Descriptive statistics

Standard deviation	5.4912837
Coefficient of variation (CV)	4.4400065
Kurtosis	14694.857
Mean	1.2367738
Median Absolute Deviation (MAD)	0.21551724
Skewness	-120.93026
Sum	18351.25
Variance	30.154197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1169	7.9%
1.5	847	5.7%
1.333333333	677	4.6%
1.166666667	452	3.0%
1.666666667	324	2.2%
1.272727273	318	2.1%
2	305	2.1%
1.4	299	2.0%
1.25	282	1.9%
1.833333333	281	1.9%
Other values (546)	9884	66.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-666	1	< 0.1%
-14.4584615	1	< 0.1%
-1.25	1	< 0.1%
0	1	< 0.1%
0.076923077	1	< 0.1%
0.181818182	1	< 0.1%
0.25	1	< 0.1%
0.285714286	1	< 0.1%
0.294117647	1	< 0.1%
0.3	2	< 0.1%

Value	Count	Frequency (%)
3	92	0.6%
2.833333333	4	< 0.1%
2.75	2	< 0.1%
2.666666667	48	0.3%
2.619047619	1	< 0.1%
2.6	2	< 0.1%
2.533333333	1	< 0.1%
2.5	9	0.1%
2.444444444	2	< 0.1%
2.428571429	1	< 0.1%

FpDensityMorgan2
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	650
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8120695

Minimum	-666
Maximum	3.2
Zeros	1
Zeros (%)	< 0.1%
Negative	3
Negative (%)	< 0.1%
Memory size	747.9 KiB

Quantile statistics

Minimum	-666
5-th percentile	1.2608696
Q1	1.6909091
median	1.8651515
Q3	2.0621528
95-th percentile	2.3333333
Maximum	3.2
Range	669.2
Interquartile range (IQR)	0.37124369

Descriptive statistics

Standard deviation	5.4955647
Coefficient of variation (CV)	3.032756
Kurtosis	14699.711
Mean	1.8120695
Median Absolute Deviation (MAD)	0.18030303
Skewness	-120.96085
Sum	26887.488
Variance	30.201232
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1834	12.4%
1.5	525	3.5%
1.75	339	2.3%
1.857142857	320	2.2%
1.8	301	2.0%
1.818181818	299	2.0%
2.333333333	293	2.0%
1.916666667	286	1.9%
1.9	273	1.8%
2.25	252	1.7%
Other values (640)	10116	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-666	1	< 0.1%
-14.4584615	1	< 0.1%
-5.111111111	1	< 0.1%
0	1	< 0.1%
0.35	1	< 0.1%
0.416666667	2	< 0.1%
0.471428571	1	< 0.1%
0.475	1	< 0.1%
0.5	1	< 0.1%
0.511111111	1	< 0.1%

Value	Count	Frequency (%)
3.2	1	< 0.1%
3.166666667	1	< 0.1%
3.111111111	3	< 0.1%
3	110	0.7%
2.888888889	2	< 0.1%
2.875	3	< 0.1%
2.833333333	18	0.1%
2.8	16	0.1%
2.777777778	4	< 0.1%
2.75	8	0.1%

FpDensityMorgan3
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	654
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.25547

Minimum	-666
Maximum	3.4
Zeros	1
Zeros (%)	< 0.1%
Negative	2
Negative (%)	< 0.1%
Memory size	747.9 KiB

Quantile statistics

Minimum	-666
5-th percentile	1.547619
Q1	2.1
median	2.3584906
Q3	2.5
95-th percentile	2.8571429
Maximum	3.4
Range	669.4
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	5.5011998
Coefficient of variation (CV)	2.439048
Kurtosis	14678.489
Mean	2.25547
Median Absolute Deviation (MAD)	0.22515723
Skewness	-120.83007
Sum	33466.664
Variance	30.263199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1403	9.5%
2.5	836	5.6%
2.666666667	523	3.5%
2.4	413	2.8%
2.2	374	2.5%
2.333333333	370	2.5%
2.416666667	329	2.2%
2.428571429	309	2.1%
2.125	292	2.0%
2.285714286	282	1.9%
Other values (644)	9707	65.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-666	1	< 0.1%
-14.4584615	1	< 0.1%
0	1	< 0.1%
0.5	1	< 0.1%
0.515625	1	< 0.1%
0.6	1	< 0.1%
0.625	2	< 0.1%
0.730769231	1	< 0.1%
0.80952381	1	< 0.1%
0.818181818	1	< 0.1%

Value	Count	Frequency (%)
3.4	2	< 0.1%
3.375	2	< 0.1%
3.333333333	3	< 0.1%
3.285714286	1	< 0.1%
3.166666667	1	< 0.1%
3.125	17	0.1%
3.111111111	44	0.3%
3.1	1	< 0.1%
3.090909091	22	0.1%
3.076923077	1	< 0.1%

HallKierAlpha
Real number (ℝ)

Distinct	388
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.2077763

Minimum	-7.73
Maximum	0.82
Zeros	16
Zeros (%)	0.1%
Negative	14308
Negative (%)	96.4%
Memory size	747.9 KiB

Quantile statistics

Minimum	-7.73
5-th percentile	-2.96
Q1	-1.66
median	-1.1
Q3	-0.57
95-th percentile	-0.03
Maximum	0.82
Range	8.55
Interquartile range (IQR)	1.09

Descriptive statistics

Standard deviation	0.93531378
Coefficient of variation (CV)	-0.77440981
Kurtosis	3.3853785
Mean	-1.2077763
Median Absolute Deviation (MAD)	0.54
Skewness	-1.2553785
Sum	-17920.984
Variance	0.87481186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.1	778	5.2%
-0.57	722	4.9%
-0.61	633	4.3%
-0.09	451	3.0%
-2.44	435	2.9%
-1.3	354	2.4%
-0.86	319	2.1%
-0.24	315	2.1%
-1.51	309	2.1%
-2.48	283	1.9%
Other values (378)	10239	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.73	2	< 0.1%
-7.12	3	< 0.1%
-6.99	2	< 0.1%
-6.95	1	< 0.1%
-6.943506494	3	< 0.1%
-6.94	1	< 0.1%
-6.93	2	< 0.1%
-6.92	2	< 0.1%
-6.87	1	< 0.1%
-6.72	2	< 0.1%

Value	Count	Frequency (%)
0.82	1	< 0.1%
0.81	4	< 0.1%
0.73	5	< 0.1%
0.71	2	< 0.1%
0.66	4	< 0.1%
0.6	2	< 0.1%
0.51948052	2	< 0.1%
0.51	1	< 0.1%
0.44	1	< 0.1%
0.438441558	1	< 0.1%

HeavyAtomMolWt
Real number (ℝ)

Distinct	860
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	274.95021

Minimum	0
Maximum	2035.133
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	80.042
Q1	136.109
median	194.2765
Q3	326.002
95-th percentile	811.295
Maximum	2035.133
Range	2035.133
Interquartile range (IQR)	189.893

Descriptive statistics

Standard deviation	212.67875
Coefficient of variation (CV)	0.77351734
Kurtosis	2.6470605
Mean	274.95021
Median Absolute Deviation (MAD)	75.2845
Skewness	1.7041136
Sum	4079711.2
Variance	45232.253
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
168.06	610	4.1%
247.031	380	2.6%
140.05	311	2.1%
184.059	279	1.9%
84.03	275	1.9%
320.121	245	1.7%
152.061	220	1.5%
160.084	164	1.1%
136.109	161	1.1%
124.051	152	1.0%
Other values (850)	12041	81.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
12.018	1	< 0.1%
14.007	31	0.2%
15.999	9	0.1%
17.018	1	< 0.1%
26.018	32	0.2%
28.01	37	0.2%
28.014	6	< 0.1%
30.006	4	< 0.1%
31.998	4	< 0.1%

Value	Count	Frequency (%)
2035.133	1	< 0.1%
1274.687	2	< 0.1%
1240.666	1	< 0.1%
1210.606	1	< 0.1%
1135.545	2	< 0.1%
1128.434	4	< 0.1%
1119.546	12	0.1%
1105.632	1	< 0.1%
1084.425	6	< 0.1%
1083.513	3	< 0.1%

Kappa3
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	2245
Distinct (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8743722

Minimum	-104.04
Maximum	1512.2422
Zeros	2
Zeros (%)	< 0.1%
Negative	174
Negative (%)	1.2%
Memory size	747.9 KiB

Quantile statistics

Minimum	-104.04
5-th percentile	0.97937573
Q1	1.7840076
median	3.2610111
Q3	5.8484004
95-th percentile	14.484067
Maximum	1512.2422
Range	1616.2822
Interquartile range (IQR)	4.0643928

Descriptive statistics

Standard deviation	45.730226
Coefficient of variation (CV)	7.7847002
Kurtosis	764.70478
Mean	5.8743722
Median Absolute Deviation (MAD)	1.7401663
Skewness	26.419611
Sum	87163.935
Variance	2091.2536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.3506213	227	1.5%
3.453383332	222	1.5%
3.848565935	213	1.4%
5.43	202	1.4%
1.47	197	1.3%
3.479710145	180	1.2%
1.581758759	179	1.2%
6.724301321	171	1.2%
3.43	169	1.1%
2.132115028	162	1.1%
Other values (2235)	12916	87.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-104.04	64	0.4%
-27.04	39	0.3%
-14.58	35	0.2%
-6.470784314	1	< 0.1%
-5.58	1	< 0.1%
-5.36030303	2	< 0.1%
-4.470784314	31	0.2%
-2.56	1	< 0.1%
0	2	< 0.1%
0.003402778	6	< 0.1%

Value	Count	Frequency (%)
1512.242231	7	< 0.1%
1128.96	5	< 0.1%
1128.9	1	< 0.1%
852.5944444	4	< 0.1%
852.2733782	1	< 0.1%
800.7694083	4	< 0.1%
321.8694675	3	< 0.1%
134.3915191	1	< 0.1%
59.14606633	2	< 0.1%
50.38606908	1	< 0.1%

MaxAbsEStateIndex
Real number (ℝ)

Distinct	2356
Distinct (%)	15.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.556443

Minimum	0
Maximum	15.630251
Zeros	24
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	8.5833333
Q1	9.9261897
median	10.421334
Q3	11.539743
95-th percentile	12.68662
Maximum	15.630251
Range	15.630251
Interquartile range (IQR)	1.6135531

Descriptive statistics

Standard deviation	1.5593309
Coefficient of variation (CV)	0.14771366
Kurtosis	7.6976821
Mean	10.556443
Median Absolute Deviation (MAD)	0.74983612
Skewness	-1.6987347
Sum	156636.5
Variance	2.4315127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.74091167	234	1.6%
9.119537037	186	1.3%
9.636574074	175	1.2%
10.36860654	160	1.1%
10.09087065	153	1.0%
10.24579208	130	0.9%
12.6421127	129	0.9%
10.03932634	103	0.7%
12.64438027	102	0.7%
10.50269747	99	0.7%
Other values (2346)	13367	90.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	0.2%
0.25	1	< 0.1%
0.444444444	1	< 0.1%
1	2	< 0.1%
1.909054049	1	< 0.1%
2	5	< 0.1%
2.041666667	5	< 0.1%
2.0425	1	< 0.1%
2.078703704	1	< 0.1%
2.083333333	4	< 0.1%

Value	Count	Frequency (%)
15.63025112	1	< 0.1%
14.76985872	1	< 0.1%
14.6325105	1	< 0.1%
14.62684059	1	< 0.1%
14.5035702	1	< 0.1%
14.48263812	1	< 0.1%
14.44595558	3	< 0.1%
14.37427386	1	< 0.1%
14.27215372	1	< 0.1%
14.23108292	1	< 0.1%

MinEStateIndex
Real number (ℝ)

Distinct	2142
Distinct (%)	14.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.1197723

Minimum	-6.3275142
Maximum	6
Zeros	27
Zeros (%)	0.2%
Negative	13252
Negative (%)	89.3%
Memory size	747.9 KiB

Quantile statistics

Minimum	-6.3275142
5-th percentile	-5.5785877
Q1	-4.6596044
median	-1.2653704
Q3	-0.78703704
95-th percentile	0.23718761
Maximum	6
Range	12.327514
Interquartile range (IQR)	3.8725673

Descriptive statistics

Standard deviation	2.0664147
Coefficient of variation (CV)	-0.97482865
Kurtosis	-0.99849014
Mean	-2.1197723
Median Absolute Deviation (MAD)	0.87763889
Skewness	-0.61140522
Sum	-31453.181
Variance	4.2700699
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.730487804	194	1.3%
-1.568935185	171	1.2%
-0.933313492	155	1.0%
-0.851851852	130	0.9%
-1.002013889	120	0.8%
-1.739073654	115	0.8%
-5.066255336	114	0.8%
-4.914178634	112	0.8%
-5.444269153	104	0.7%
-1.669305556	101	0.7%
Other values (2132)	13522	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6.327514191	1	< 0.1%
-6.238744236	1	< 0.1%
-6.219218645	1	< 0.1%
-6.117074797	3	< 0.1%
-5.969309261	8	0.1%
-5.948868653	3	< 0.1%
-5.948253428	2	< 0.1%
-5.915938966	2	< 0.1%
-5.914298935	1	< 0.1%
-5.912862954	1	< 0.1%

Value	Count	Frequency (%)
6	2	< 0.1%
4.75	7	< 0.1%
4	2	< 0.1%
3.777777778	1	< 0.1%
3.527777778	1	< 0.1%
3.5	8	0.1%
3.222555556	1	< 0.1%
2.875	1	< 0.1%
2.5	1	< 0.1%
2.014625	1	< 0.1%

NumHeteroatoms
Real number (ℝ)

Distinct	40
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.5841084

Minimum	0
Maximum	42
Zeros	41
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	6
Q3	10
95-th percentile	28
Maximum	42
Range	42
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.6437694
Coefficient of variation (CV)	0.89045584
Kurtosis	1.4982126
Mean	8.5841084
Median Absolute Deviation (MAD)	3
Skewness	1.5648727
Sum	127371
Variance	58.427211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
4	2369	16.0%
3	1889	12.7%
5	1490	10.0%
6	1241	8.4%
2	1114	7.5%
10	717	4.8%
7	711	4.8%
9	637	4.3%
8	526	3.5%
28	510	3.4%
Other values (30)	3634	24.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	41	0.3%
1	491	3.3%
2	1114	7.5%
3	1889	12.7%
4	2369	16.0%
5	1490	10.0%
6	1241	8.4%
7	711	4.8%
8	526	3.5%
9	637	4.3%

Value	Count	Frequency (%)
42	1	< 0.1%
39	1	< 0.1%
37	1	< 0.1%
36	3	< 0.1%
35	2	< 0.1%
34	3	< 0.1%
33	6	< 0.1%
32	9	0.1%
31	29	0.2%
30	169	1.1%

PEOE_VSA10
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	250
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.021644

Minimum	0
Maximum	97.663462
Zeros	6205
Zeros (%)	41.8%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.0418408
Q3	18.311899
95-th percentile	36.623798
Maximum	97.663462
Range	97.663462
Interquartile range (IQR)	18.311899

Descriptive statistics

Standard deviation	13.958962
Coefficient of variation (CV)	1.2665046
Kurtosis	1.4032352
Mean	11.021644
Median Absolute Deviation (MAD)	6.0418408
Skewness	1.3545074
Sum	163539.15
Variance	194.85262
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6205	41.8%
6.041840829	1339	9.0%
36.25988634	959	6.5%
5.749511833	720	4.9%
18.31189916	706	4.8%
24.41586555	608	4.1%
12.20793278	445	3.0%
6.103966388	439	3.0%
6.286160523	226	1.5%
36.62379833	213	1.4%
Other values (240)	2978	20.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6205	41.8%
4.392859875	1	< 0.1%
5.11527693	1	< 0.1%
5.401253297	4	< 0.1%
5.414990469	2	< 0.1%
5.516700718	15	0.1%
5.538925252	3	< 0.1%
5.55923663	1	< 0.1%
5.559266895	1	< 0.1%
5.563451492	10	0.1%

Value	Count	Frequency (%)
97.6634622	2	< 0.1%
96.05399561	1	< 0.1%
85.39340387	1	< 0.1%
85.33127831	3	< 0.1%
85.02065052	1	< 0.1%
80.86030977	3	< 0.1%
78.97880969	2	< 0.1%
73.75051223	5	< 0.1%
73.24759665	8	0.1%
73.14361574	1	< 0.1%

PEOE_VSA14
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	291
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.790011

Minimum	0
Maximum	482.43422
Zeros	4181
Zeros (%)	28.2%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	5.9693053
Q3	15.645394
95-th percentile	91.536492
Maximum	482.43422
Range	482.43422
Interquartile range (IQR)	15.645394

Descriptive statistics

Standard deviation	34.561655
Coefficient of variation (CV)	1.9427563
Kurtosis	30.271897
Mean	17.790011
Median Absolute Deviation (MAD)	5.9693053
Skewness	4.5297307
Sum	263968.18
Variance	1194.508
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4181	28.2%
5.969305288	3635	24.5%
11.93861058	1089	7.3%
23.46809137	1031	6.9%
7.822697123	984	6.6%
21.33513764	598	4.0%
15.64539425	541	3.6%
13.79200241	291	2.0%
29.43739666	109	0.7%
62.79260201	99	0.7%
Other values (281)	2280	15.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4181	28.2%
1.426638065	3	< 0.1%
5.476191836	6	< 0.1%
5.625586319	6	< 0.1%
5.689743398	84	0.6%
5.907179729	1	< 0.1%
5.969305288	3635	24.5%
6.031114512	13	0.1%
6.093240071	2	< 0.1%
6.103966388	2	< 0.1%

Value	Count	Frequency (%)
482.4342227	3	< 0.1%
419.2623718	5	< 0.1%
381.8872165	1	< 0.1%
381.4812714	3	< 0.1%
368.7914439	3	< 0.1%
358.3913725	1	< 0.1%
351.996345	2	< 0.1%
288.84135	7	< 0.1%
263.5493673	1	< 0.1%
251.7528829	4	< 0.1%

PEOE_VSA6
Real number (ℝ)

Distinct	219
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.9624402

Minimum	0
Maximum	375.42515
Zeros	9985
Zeros (%)	67.3%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	12.132734
95-th percentile	45.448667
Maximum	375.42515
Range	375.42515
Interquartile range (IQR)	12.132734

Descriptive statistics

Standard deviation	19.756727
Coefficient of variation (CV)	2.2043915
Kurtosis	35.84755
Mean	8.9624402
Median Absolute Deviation (MAD)	0
Skewness	4.4155313
Sum	132984.69
Variance	390.32826
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9985	67.3%
12.13273414	679	4.6%
6.066367069	452	3.0%
25.60935935	413	2.8%
18.19910121	408	2.7%
30.33183534	269	1.8%
13.8474744	262	1.8%
45.44866694	222	1.5%
6.9237372	201	1.4%
20.7712116	102	0.7%
Other values (209)	1845	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9985	67.3%
1.578935684	1	< 0.1%
4.983978521	2	< 0.1%
5.155712727	1	< 0.1%
5.563451492	3	< 0.1%
5.57310453	2	< 0.1%
5.917906046	2	< 0.1%
6.066367069	452	3.0%
6.076020107	57	0.4%
6.08368165	1	< 0.1%

Value	Count	Frequency (%)
375.4251476	2	< 0.1%
336.3973023	1	< 0.1%
258.8445272	1	< 0.1%
153.9531982	1	< 0.1%
150.0755278	5	< 0.1%
146.1978575	14	0.1%
142.3040735	13	0.1%
141.8011579	8	0.1%
135.2662425	7	< 0.1%
134.8856594	1	< 0.1%

PEOE_VSA7
Real number (ℝ)

Distinct	262
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.318811

Minimum	0
Maximum	211.50128
Zeros	7485
Zeros (%)	50.4%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	13.847474
95-th percentile	51.366573
Maximum	211.50128
Range	211.50128
Interquartile range (IQR)	13.847474

Descriptive statistics

Standard deviation	20.169745
Coefficient of variation (CV)	1.7819667
Kurtosis	11.99718
Mean	11.318811
Median Absolute Deviation (MAD)	0
Skewness	3.1046309
Sum	167948.52
Variance	406.8186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7485	50.4%
6.420821623	934	6.3%
6.9237372	773	5.2%
12.13273414	735	5.0%
17.69618563	465	3.1%
12.84164325	317	2.1%
19.38639965	284	1.9%
24.26546827	245	1.7%
13.8474744	235	1.6%
23.77220574	214	1.4%
Other values (252)	3151	21.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7485	50.4%
4.917906046	1	< 0.1%
5.563451492	142	1.0%
5.907179729	1	< 0.1%
5.917906046	37	0.2%
5.917972929	1	< 0.1%
5.959554569	1	< 0.1%
6.066367069	182	1.2%
6.076020107	60	0.4%
6.093244946	1	< 0.1%

Value	Count	Frequency (%)
211.5012789	5	< 0.1%
146.1978575	1	< 0.1%
130.3110139	1	< 0.1%
130.0357101	1	< 0.1%
129.5327945	1	< 0.1%
123.8901923	3	< 0.1%
123.7058618	1	< 0.1%
123.2725974	6	< 0.1%
122.8996082	2	< 0.1%
122.5894549	4	< 0.1%

PEOE_VSA8
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	237
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.7044868

Minimum	0
Maximum	100.34842
Zeros	8473
Zeros (%)	57.1%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6.9237372
95-th percentile	37.099
Maximum	100.34842
Range	100.34842
Interquartile range (IQR)	6.9237372

Descriptive statistics

Standard deviation	10.865415
Coefficient of variation (CV)	1.6206184
Kurtosis	4.569683
Mean	6.7044868
Median Absolute Deviation (MAD)	0
Skewness	2.0415388
Sum	99481.174
Variance	118.05724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8473	57.1%
6.420821623	1398	9.4%
37.09900013	682	4.6%
6.544756406	347	2.3%
30.67817851	297	2.0%
12.26321064	228	1.5%
6.076020107	195	1.3%
18.18111669	167	1.1%
11.83581209	159	1.1%
6.9237372	158	1.1%
Other values (227)	2734	18.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8473	57.1%
4.473725908	1	< 0.1%
4.482372554	3	< 0.1%
4.794537184	1	< 0.1%
5.022633314	5	< 0.1%
5.076020107	1	< 0.1%
5.165775612	1	< 0.1%
5.414990469	68	0.5%
5.535201929	6	< 0.1%
5.563451492	119	0.8%

Value	Count	Frequency (%)
100.3484161	3	< 0.1%
89.42316187	1	< 0.1%
87.33070199	2	< 0.1%
77.86900317	1	< 0.1%
73.11746337	1	< 0.1%
67.14363027	1	< 0.1%
63.59715962	5	< 0.1%
57.19101834	1	< 0.1%
57.176338	13	0.1%
54.44899533	1	< 0.1%

SMR_VSA10
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	409
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.666766

Minimum	0
Maximum	80.742293
Zeros	2406
Zeros (%)	16.2%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5.9693053
median	11.75255
Q3	17.721856
95-th percentile	69.141353
Maximum	80.742293
Range	80.742293
Interquartile range (IQR)	11.75255

Descriptive statistics

Standard deviation	18.080208
Coefficient of variation (CV)	1.1540485
Kurtosis	3.8705268
Mean	15.666766
Median Absolute Deviation (MAD)	5.7832449
Skewness	2.1252235
Sum	232463.47
Variance	326.89391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2406	16.2%
5.969305288	2075	14.0%
69.14135342	859	5.8%
7.822697123	777	5.2%
11.93861058	685	4.6%
11.75255023	656	4.4%
15.64539425	635	4.3%
17.74406608	415	2.8%
5.783244946	344	2.3%
11.87648502	324	2.2%
Other values (399)	5662	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2406	16.2%
4.794537184	1	< 0.1%
5.428790392	2	< 0.1%
5.601050811	9	0.1%
5.67927504	1	< 0.1%
5.687386275	81	0.5%
5.689743398	3	< 0.1%
5.736862954	1	< 0.1%
5.749511833	4	< 0.1%
5.77729186	1	< 0.1%

Value	Count	Frequency (%)
80.74229331	4	< 0.1%
79.92066744	6	< 0.1%
78.62793897	3	< 0.1%
77.34141167	2	< 0.1%
77.33140427	1	< 0.1%
75.52917939	2	< 0.1%
75.21737353	26	0.2%
75.13500784	1	< 0.1%
75.11065871	125	0.8%
74.92459837	59	0.4%

SMR_VSA5
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	492
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.066423

Minimum	0
Maximum	492.72974
Zeros	2239
Zeros (%)	15.1%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6.4208216
median	20.075376
Q3	42.727765
95-th percentile	98.166061
Maximum	492.72974
Range	492.72974
Interquartile range (IQR)	36.306943

Descriptive statistics

Standard deviation	33.896638
Coefficient of variation (CV)	1.0911021
Kurtosis	12.435137
Mean	31.066423
Median Absolute Deviation (MAD)	13.971409
Skewness	2.3685616
Sum	460963.58
Variance	1148.9821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2239	15.1%
6.420821623	738	5.0%
6.103966388	733	4.9%
12.46266245	583	3.9%
18.88348408	577	3.9%
24.53980033	522	3.5%
24.41586555	401	2.7%
30.70589228	364	2.5%
25.3043057	326	2.2%
24.85665557	263	1.8%
Other values (482)	8092	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2239	15.1%
1.619047619	1	< 0.1%
4.794537184	1	< 0.1%
5.601050811	1	< 0.1%
5.749511833	1	< 0.1%
5.907179729	1	< 0.1%
6.041840829	95	0.6%
6.076020107	1	< 0.1%
6.103966388	733	4.9%
6.118315233	1	< 0.1%

Value	Count	Frequency (%)
492.7297391	3	< 0.1%
395.9144992	1	< 0.1%
395.7998601	1	< 0.1%
275.4939653	1	< 0.1%
249.0687828	3	< 0.1%
244.6880687	5	< 0.1%
225.8045847	10	0.1%
222.4970499	3	< 0.1%
211.5012789	2	< 0.1%
195.0986924	3	< 0.1%

SlogP_VSA3
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	217
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.636941

Minimum	0
Maximum	115.40616
Zeros	2595
Zeros (%)	17.5%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.7945372
median	9.5890744
Q3	14.912664
95-th percentile	50.697492
Maximum	115.40616
Range	115.40616
Interquartile range (IQR)	10.118127

Descriptive statistics

Standard deviation	14.598554
Coefficient of variation (CV)	1.0705153
Kurtosis	2.1769964
Mean	13.636941
Median Absolute Deviation (MAD)	4.7945372
Skewness	1.6132832
Sum	202344.94
Variance	213.11777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.794537184	2688	18.1%
0	2595	17.5%
9.589074368	1810	12.2%
50.69749222	798	5.4%
13.8256584	776	5.2%
4.736862954	754	5.1%
11.21535881	450	3.0%
14.38361155	413	2.8%
31.96194817	366	2.5%
6.420821623	287	1.9%
Other values (207)	3901	26.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2595	17.5%
1	1	< 0.1%
4.536585366	1	< 0.1%
4.565048285	13	0.1%
4.736862954	754	5.1%
4.784537184	1	< 0.1%
4.794537184	2688	18.1%
5.106527395	3	< 0.1%
5.749511833	1	< 0.1%
5.969305288	1	< 0.1%

Value	Count	Frequency (%)
115.4061569	3	< 0.1%
99.87784164	1	< 0.1%
91.59990048	1	< 0.1%
84.58650873	2	< 0.1%
84.58411093	2	< 0.1%
79.84964578	1	< 0.1%
74.28515278	1	< 0.1%
70.57145454	4	< 0.1%
70.46040559	3	< 0.1%
68.78750031	3	< 0.1%

VSA_EState9
Real number (ℝ)

Distinct	1946
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.309959

Minimum	-5.4305556
Maximum	384.45052
Zeros	63
Zeros (%)	0.4%
Negative	4
Negative (%)	< 0.1%
Memory size	747.9 KiB

Quantile statistics

Minimum	-5.4305556
5-th percentile	18.166667
Q1	30
median	41.666667
Q3	56.09065
95-th percentile	111.11681
Maximum	384.45052
Range	389.88107
Interquartile range (IQR)	26.09065

Descriptive statistics

Standard deviation	29.174824
Coefficient of variation (CV)	0.5916619
Kurtosis	5.5850067
Mean	49.309959
Median Absolute Deviation (MAD)	12.666667
Skewness	1.6962808
Sum	731661.18
Variance	851.17038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41.66666667	254	1.7%
33.16666667	234	1.6%
37.66666667	211	1.4%
30	201	1.4%
39.66666667	187	1.3%
21.66666667	180	1.2%
39.16666667	138	0.9%
29.33333333	132	0.9%
44.33333333	131	0.9%
44.5	117	0.8%
Other values (1936)	13053	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5.430555556	1	< 0.1%
-4.666666667	1	< 0.1%
-4.266666667	1	< 0.1%
-1.41435185	1	< 0.1%
0	63	0.4%
0.319444444	1	< 0.1%
1	1	< 0.1%
1.694444444	2	< 0.1%
2	1	< 0.1%
2.097222222	1	< 0.1%

Value	Count	Frequency (%)
384.4505191	2	< 0.1%
286.4776314	3	< 0.1%
286.244275	1	< 0.1%
256.8333658	1	< 0.1%
256.8333617	1	< 0.1%
223.6294999	2	< 0.1%
218.1666667	1	< 0.1%
206.5657186	4	< 0.1%
200.1146282	3	< 0.1%
198.2399146	3	< 0.1%

fr_COO
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45821539

Minimum	0
Maximum	8
Zeros	9325
Zeros (%)	62.8%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.66794794
Coefficient of variation (CV)	1.4577161
Kurtosis	5.5307556
Mean	0.45821539
Median Absolute Deviation (MAD)	0
Skewness	1.6186289
Sum	6799
Variance	0.44615445
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	9325	62.8%
1	4332	29.2%
2	1107	7.5%
3	64	0.4%
8	4	< 0.1%
5	3	< 0.1%
4	2	< 0.1%
6	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9325	62.8%
1	4332	29.2%
2	1107	7.5%
3	64	0.4%
4	2	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
8	4	< 0.1%

Value	Count	Frequency (%)
8	4	< 0.1%
6	1	< 0.1%
5	3	< 0.1%
4	2	< 0.1%
3	64	0.4%
2	1107	7.5%
1	4332	29.2%
0	9325	62.8%

fr_COO2
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45922631

Minimum	0
Maximum	8
Zeros	9311
Zeros (%)	62.8%
Negative	0
Negative (%)	0.0%
Memory size	747.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6681113
Coefficient of variation (CV)	1.4548629
Kurtosis	5.5147088
Mean	0.45922631
Median Absolute Deviation (MAD)	0
Skewness	1.614502
Sum	6814
Variance	0.44637271
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	9311	62.8%
1	4345	29.3%
2	1108	7.5%
3	64	0.4%
8	4	< 0.1%
5	3	< 0.1%
4	2	< 0.1%
6	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9311	62.8%
1	4345	29.3%
2	1108	7.5%
3	64	0.4%
4	2	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
8	4	< 0.1%

Value	Count	Frequency (%)
8	4	< 0.1%
6	1	< 0.1%
5	3	< 0.1%
4	2	< 0.1%
3	64	0.4%
2	1108	7.5%
1	4345	29.3%
0	9311	62.8%

EC1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	747.9 KiB

1	9908
0	4930

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14838
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	9908	66.8%
0	4930	33.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9908	66.8%
0	4930	33.2%

Most occurring characters

Value	Count	Frequency (%)
1	9908	66.8%
0	4930	33.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14838	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	9908	66.8%
0	4930	33.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	14838	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	9908	66.8%
0	4930	33.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14838	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	9908	66.8%
0	4930	33.2%

EC2
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	747.9 KiB

1	11855
0	2983

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14838
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	11855	79.9%
0	2983	20.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	11855	79.9%
0	2983	20.1%

Most occurring characters

Value	Count	Frequency (%)
1	11855	79.9%
0	2983	20.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14838	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	11855	79.9%
0	2983	20.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	14838	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	11855	79.9%
0	2983	20.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14838	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	11855	79.9%
0	2983	20.1%

EC3
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	747.9 KiB

0	10182
1	4656

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14838
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	10182	68.6%
1	4656	31.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	10182	68.6%
1	4656	31.4%

Most occurring characters

Value	Count	Frequency (%)
0	10182	68.6%
1	4656	31.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14838	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10182	68.6%
1	4656	31.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	14838	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10182	68.6%
1	4656	31.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14838	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10182	68.6%
1	4656	31.4%

EC4
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	747.9 KiB

0	10697
1	4141

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14838
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	10697	72.1%
1	4141	27.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	10697	72.1%
1	4141	27.9%

Most occurring characters

Value	Count	Frequency (%)
0	10697	72.1%
1	4141	27.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14838	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10697	72.1%
1	4141	27.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	14838	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10697	72.1%
1	4141	27.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14838	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10697	72.1%
1	4141	27.9%

EC5
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	747.9 KiB

0	12689
1	2149

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14838
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	12689	85.5%
1	2149	14.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	12689	85.5%
1	2149	14.5%

Most occurring characters

Value	Count	Frequency (%)
0	12689	85.5%
1	2149	14.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14838	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12689	85.5%
1	2149	14.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	14838	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12689	85.5%
1	2149	14.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14838	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12689	85.5%
1	2149	14.5%

EC6
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	747.9 KiB

0	12589
1	2249

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	14838
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	12589	84.8%
1	2249	15.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	12589	84.8%
1	2249	15.2%

Most occurring characters

Value	Count	Frequency (%)
0	12589	84.8%
1	2249	15.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	14838	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12589	84.8%
1	2249	15.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	14838	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12589	84.8%
1	2249	15.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14838	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12589	84.8%
1	2249	15.2%

Auto

Heatmap
Table

	BertzCT	Chi1	Chi1n	Chi1v	Chi2n	Chi2v	Chi3v	Chi4n	EState_VSA1	EState_VSA2	ExactMolWt	FpDensityMorgan1	FpDensityMorgan2	FpDensityMorgan3	HallKierAlpha	HeavyAtomMolWt	Kappa3	MaxAbsEStateIndex	MinEStateIndex	NumHeteroatoms	PEOE_VSA10	PEOE_VSA14	PEOE_VSA6	PEOE_VSA7	PEOE_VSA8	SMR_VSA10	SMR_VSA5	SlogP_VSA3	VSA_EState9	fr_COO	fr_COO2	EC1	EC2	EC3	EC4	EC5	EC6
BertzCT	1.000	0.930	0.918	0.914	0.914	0.911	0.915	0.901	0.521	0.444	0.920	-0.592	-0.386	0.126	-0.574	0.919	0.525	0.772	-0.479	0.647	0.504	0.304	0.348	0.200	0.437	0.448	0.665	0.564	0.839	-0.276	-0.279	0.135	0.043	0.110	0.149	0.060	0.048
Chi1	0.930	1.000	0.971	0.968	0.963	0.961	0.962	0.943	0.576	0.430	0.965	-0.627	-0.422	0.105	-0.494	0.964	0.588	0.806	-0.521	0.699	0.526	0.352	0.326	0.155	0.410	0.460	0.757	0.606	0.885	-0.293	-0.296	0.195	0.052	0.148	0.166	0.062	0.052
Chi1n	0.918	0.971	1.000	0.978	0.980	0.963	0.969	0.959	0.527	0.438	0.952	-0.629	-0.419	0.111	-0.494	0.949	0.566	0.785	-0.467	0.646	0.508	0.302	0.365	0.199	0.422	0.415	0.767	0.559	0.868	-0.293	-0.296	0.150	0.059	0.127	0.159	0.049	0.047
Chi1v	0.914	0.968	0.978	1.000	0.963	0.980	0.970	0.940	0.571	0.414	0.963	-0.623	-0.420	0.103	-0.447	0.962	0.614	0.798	-0.532	0.697	0.517	0.364	0.328	0.144	0.397	0.465	0.764	0.611	0.857	-0.326	-0.329	0.199	0.059	0.159	0.162	0.067	0.055
Chi2n	0.914	0.963	0.980	0.963	1.000	0.976	0.973	0.962	0.521	0.433	0.947	-0.629	-0.420	0.107	-0.488	0.944	0.558	0.779	-0.461	0.637	0.505	0.293	0.367	0.200	0.418	0.404	0.764	0.552	0.862	-0.294	-0.298	0.175	0.055	0.136	0.163	0.058	0.048
Chi2v	0.911	0.961	0.963	0.980	0.976	1.000	0.975	0.942	0.567	0.410	0.959	-0.624	-0.421	0.098	-0.442	0.958	0.606	0.793	-0.528	0.691	0.516	0.359	0.328	0.145	0.395	0.459	0.761	0.607	0.852	-0.329	-0.332	0.207	0.069	0.160	0.163	0.062	0.059
Chi3v	0.915	0.962	0.969	0.970	0.973	0.975	1.000	0.962	0.540	0.422	0.953	-0.630	-0.421	0.108	-0.466	0.951	0.572	0.784	-0.491	0.662	0.514	0.319	0.348	0.174	0.407	0.427	0.763	0.573	0.854	-0.324	-0.327	0.187	0.064	0.149	0.165	0.057	0.057
Chi4n	0.901	0.943	0.959	0.940	0.962	0.942	0.962	1.000	0.483	0.428	0.925	-0.624	-0.413	0.115	-0.486	0.921	0.515	0.752	-0.421	0.600	0.489	0.254	0.371	0.218	0.412	0.368	0.746	0.512	0.841	-0.305	-0.308	0.127	0.053	0.117	0.145	0.032	0.047
EState_VSA1	0.521	0.576	0.527	0.571	0.521	0.567	0.540	0.483	1.000	0.093	0.604	-0.349	-0.281	-0.030	-0.244	0.610	0.552	0.591	-0.865	0.863	0.605	0.591	-0.108	-0.294	0.202	0.575	0.525	0.784	0.679	0.005	0.003	0.218	0.033	0.160	0.095	0.114	0.032
EState_VSA2	0.444	0.430	0.438	0.414	0.433	0.410	0.422	0.428	0.093	1.000	0.402	-0.176	-0.056	0.198	-0.466	0.400	0.234	0.416	-0.118	0.243	0.198	0.108	0.332	0.288	0.446	0.232	0.272	0.214	0.378	-0.094	-0.096	0.062	0.051	0.012	0.069	0.069	0.039
ExactMolWt	0.920	0.965	0.952	0.963	0.947	0.959	0.953	0.925	0.604	0.402	1.000	-0.624	-0.428	0.090	-0.461	0.997	0.610	0.800	-0.556	0.724	0.539	0.375	0.297	0.119	0.392	0.479	0.754	0.627	0.878	-0.297	-0.301	0.209	0.065	0.157	0.161	0.063	0.052
FpDensityMorgan1	-0.592	-0.627	-0.629	-0.623	-0.629	-0.624	-0.630	-0.624	-0.349	-0.176	-0.624	1.000	0.843	0.404	0.269	-0.622	-0.378	-0.454	0.304	-0.409	-0.322	-0.156	-0.242	-0.097	-0.184	-0.214	-0.513	-0.325	-0.583	0.253	0.256	0.000	0.000	0.000	0.000	0.001	0.000
FpDensityMorgan2	-0.386	-0.422	-0.419	-0.420	-0.420	-0.421	-0.421	-0.413	-0.281	-0.056	-0.428	0.843	1.000	0.669	0.143	-0.427	-0.299	-0.282	0.247	-0.293	-0.232	-0.124	-0.157	-0.016	-0.090	-0.147	-0.367	-0.235	-0.411	0.189	0.192	0.000	0.000	0.000	0.000	0.001	0.000
FpDensityMorgan3	0.126	0.105	0.111	0.103	0.107	0.098	0.108	0.115	-0.030	0.198	0.090	0.404	0.669	1.000	-0.150	0.089	-0.042	0.137	0.034	0.042	0.038	0.007	0.052	0.116	0.157	0.064	0.012	0.031	0.054	-0.006	-0.005	0.000	0.000	0.000	0.000	0.001	0.000
HallKierAlpha	-0.574	-0.494	-0.494	-0.447	-0.488	-0.442	-0.466	-0.486	-0.244	-0.466	-0.461	0.269	0.143	-0.150	1.000	-0.461	-0.201	-0.471	0.206	-0.290	-0.329	-0.094	-0.352	-0.344	-0.503	-0.313	-0.252	-0.287	-0.533	-0.106	-0.104	0.038	0.034	0.057	0.073	0.094	0.041
HeavyAtomMolWt	0.919	0.964	0.949	0.962	0.944	0.958	0.951	0.921	0.610	0.400	0.997	-0.622	-0.427	0.089	-0.461	1.000	0.613	0.801	-0.563	0.730	0.541	0.382	0.292	0.114	0.391	0.486	0.751	0.634	0.879	-0.296	-0.299	0.207	0.061	0.153	0.161	0.065	0.055
Kappa3	0.525	0.588	0.566	0.614	0.558	0.606	0.572	0.515	0.552	0.234	0.610	-0.378	-0.299	-0.042	-0.201	0.613	1.000	0.556	-0.578	0.603	0.364	0.522	0.120	-0.059	0.232	0.535	0.555	0.622	0.555	-0.109	-0.111	0.012	0.000	0.018	0.000	0.000	0.000
MaxAbsEStateIndex	0.772	0.806	0.785	0.798	0.779	0.793	0.784	0.752	0.591	0.416	0.800	-0.454	-0.282	0.137	-0.471	0.801	0.556	1.000	-0.565	0.690	0.478	0.473	0.208	0.072	0.401	0.585	0.624	0.643	0.761	-0.117	-0.120	0.169	0.064	0.123	0.143	0.079	0.054
MinEStateIndex	-0.479	-0.521	-0.467	-0.532	-0.461	-0.528	-0.491	-0.421	-0.865	-0.118	-0.556	0.304	0.247	0.034	0.206	-0.563	-0.578	-0.565	1.000	-0.816	-0.528	-0.616	0.079	0.262	-0.189	-0.612	-0.443	-0.777	-0.591	0.007	0.009	0.253	0.075	0.173	0.124	0.112	0.080
NumHeteroatoms	0.647	0.699	0.646	0.697	0.637	0.691	0.662	0.600	0.863	0.243	0.724	-0.409	-0.293	0.042	-0.290	0.730	0.603	0.690	-0.816	1.000	0.588	0.620	-0.080	-0.248	0.263	0.650	0.563	0.796	0.723	-0.150	-0.152	0.309	0.064	0.205	0.100	0.113	0.041
PEOE_VSA10	0.504	0.526	0.508	0.517	0.505	0.516	0.514	0.489	0.605	0.198	0.539	-0.322	-0.232	0.038	-0.329	0.541	0.364	0.478	-0.528	0.588	1.000	0.176	0.034	-0.064	0.332	0.346	0.426	0.488	0.579	-0.118	-0.120	0.186	0.044	0.119	0.102	0.120	0.036
PEOE_VSA14	0.304	0.352	0.302	0.364	0.293	0.359	0.319	0.254	0.591	0.108	0.375	-0.156	-0.124	0.007	-0.094	0.382	0.522	0.473	-0.616	0.620	0.176	1.000	-0.106	-0.323	0.048	0.691	0.340	0.659	0.363	0.083	0.083	0.114	0.016	0.096	0.062	0.020	0.000
PEOE_VSA6	0.348	0.326	0.365	0.328	0.367	0.328	0.348	0.371	-0.108	0.332	0.297	-0.242	-0.157	0.052	-0.352	0.292	0.120	0.208	0.079	-0.080	0.034	-0.106	1.000	0.453	0.280	-0.003	0.219	-0.004	0.235	-0.134	-0.135	0.041	0.034	0.000	0.054	0.032	0.019
PEOE_VSA7	0.200	0.155	0.199	0.144	0.200	0.145	0.174	0.218	-0.294	0.288	0.119	-0.097	-0.016	0.116	-0.344	0.114	-0.059	0.072	0.262	-0.248	-0.064	-0.323	0.453	1.000	0.283	-0.154	0.050	-0.184	0.092	0.053	0.051	0.068	0.025	0.050	0.080	0.061	0.031
PEOE_VSA8	0.437	0.410	0.422	0.397	0.418	0.395	0.407	0.412	0.202	0.446	0.392	-0.184	-0.090	0.157	-0.503	0.391	0.232	0.401	-0.189	0.263	0.332	0.048	0.280	0.283	1.000	0.265	0.275	0.277	0.400	-0.017	-0.019	0.052	0.042	0.017	0.066	0.054	0.016
SMR_VSA10	0.448	0.460	0.415	0.465	0.404	0.459	0.427	0.368	0.575	0.232	0.479	-0.214	-0.147	0.064	-0.313	0.486	0.535	0.585	-0.612	0.650	0.346	0.691	-0.003	-0.154	0.265	1.000	0.334	0.687	0.471	0.071	0.070	0.145	0.045	0.108	0.092	0.095	0.042
SMR_VSA5	0.665	0.757	0.767	0.764	0.764	0.761	0.763	0.746	0.525	0.272	0.754	-0.513	-0.367	0.012	-0.252	0.751	0.555	0.624	-0.443	0.563	0.426	0.340	0.219	0.050	0.275	0.334	1.000	0.533	0.717	-0.199	-0.202	0.055	0.034	0.060	0.100	0.000	0.038
SlogP_VSA3	0.564	0.606	0.559	0.611	0.552	0.607	0.573	0.512	0.784	0.214	0.627	-0.325	-0.235	0.031	-0.287	0.634	0.622	0.643	-0.777	0.796	0.488	0.659	-0.004	-0.184	0.277	0.687	0.533	1.000	0.635	0.005	0.002	0.271	0.062	0.185	0.076	0.075	0.036
VSA_EState9	0.839	0.885	0.868	0.857	0.862	0.852	0.854	0.841	0.679	0.378	0.878	-0.583	-0.411	0.054	-0.533	0.879	0.555	0.761	-0.591	0.723	0.579	0.363	0.235	0.092	0.400	0.471	0.717	0.635	1.000	-0.107	-0.110	0.160	0.032	0.101	0.089	0.108	0.031
fr_COO	-0.276	-0.293	-0.293	-0.326	-0.294	-0.329	-0.324	-0.305	0.005	-0.094	-0.297	0.253	0.189	-0.006	-0.106	-0.296	-0.109	-0.117	0.007	-0.150	-0.118	0.083	-0.134	0.053	-0.017	0.071	-0.199	0.005	-0.107	1.000	0.994	0.085	0.086	0.100	0.247	0.027	0.133
fr_COO2	-0.279	-0.296	-0.296	-0.329	-0.298	-0.332	-0.327	-0.308	0.003	-0.096	-0.301	0.256	0.192	-0.005	-0.104	-0.299	-0.111	-0.120	0.009	-0.152	-0.120	0.083	-0.135	0.051	-0.019	0.070	-0.202	0.002	-0.110	0.994	1.000	0.085	0.084	0.099	0.247	0.027	0.134
EC1	0.135	0.195	0.150	0.199	0.175	0.207	0.187	0.127	0.218	0.062	0.209	0.000	0.000	0.000	0.038	0.207	0.012	0.169	0.253	0.309	0.186	0.114	0.041	0.068	0.052	0.145	0.055	0.271	0.160	0.085	0.085	1.000	0.146	0.375	0.091	0.112	0.063
EC2	0.043	0.052	0.059	0.059	0.055	0.069	0.064	0.053	0.033	0.051	0.065	0.000	0.000	0.000	0.034	0.061	0.000	0.064	0.075	0.064	0.044	0.016	0.034	0.025	0.042	0.045	0.034	0.062	0.032	0.086	0.084	0.146	1.000	0.112	0.206	0.096	0.139
EC3	0.110	0.148	0.127	0.159	0.136	0.160	0.149	0.117	0.160	0.012	0.157	0.000	0.000	0.000	0.057	0.153	0.018	0.123	0.173	0.205	0.119	0.096	0.000	0.050	0.017	0.108	0.060	0.185	0.101	0.100	0.099	0.375	0.112	1.000	0.179	0.116	0.134
EC4	0.149	0.166	0.159	0.162	0.163	0.163	0.165	0.145	0.095	0.069	0.161	0.000	0.000	0.000	0.073	0.161	0.000	0.143	0.124	0.100	0.102	0.062	0.054	0.080	0.066	0.092	0.100	0.076	0.089	0.247	0.247	0.091	0.206	0.179	1.000	0.037	0.010
EC5	0.060	0.062	0.049	0.067	0.058	0.062	0.057	0.032	0.114	0.069	0.063	0.001	0.001	0.001	0.094	0.065	0.000	0.079	0.112	0.113	0.120	0.020	0.032	0.061	0.054	0.095	0.000	0.075	0.108	0.027	0.027	0.112	0.096	0.116	0.037	1.000	0.031
EC6	0.048	0.052	0.047	0.055	0.048	0.059	0.057	0.047	0.032	0.039	0.052	0.000	0.000	0.000	0.041	0.055	0.000	0.054	0.080	0.041	0.036	0.000	0.019	0.031	0.016	0.042	0.038	0.036	0.031	0.133	0.134	0.063	0.139	0.134	0.010	0.031	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	BertzCT	Chi1	Chi1n	Chi1v	Chi2n	Chi2v	Chi3v	Chi4n	EState_VSA1	EState_VSA2	ExactMolWt	FpDensityMorgan1	FpDensityMorgan2	FpDensityMorgan3	HallKierAlpha	HeavyAtomMolWt	Kappa3	MaxAbsEStateIndex	MinEStateIndex	NumHeteroatoms	PEOE_VSA10	PEOE_VSA14	PEOE_VSA6	PEOE_VSA7	PEOE_VSA8	SMR_VSA10	SMR_VSA5	SlogP_VSA3	VSA_EState9	fr_COO	fr_COO2	EC1	EC2	EC3	EC4	EC5	EC6
id
0	323.390782	9.879918	5.875576	5.875576	4.304757	4.304757	2.754513	1.749203	0.000000	11.938294	222.068080	1.181818	1.727273	2.363636	-0.24	212.163	8.170000	11.922504	0.171585	4	0.000000	91.536492	0.000000	0.000000	0.000000	17.744066	0.000000	4.794537	35.527357	0	0	1	1	0	0	0	0
1	273.723798	7.259037	4.441467	5.834958	3.285046	4.485235	2.201375	1.289775	45.135471	0.000000	260.029719	1.346154	2.076923	2.769231	-0.09	247.031	3.201491	10.932338	-4.830450	10	24.415866	7.822697	0.000000	0.000000	0.000000	7.822697	30.705892	13.825658	44.707310	0	0	0	1	1	0	0	0
2	521.643822	10.911303	8.527859	11.050864	6.665291	9.519706	5.824822	1.770579	15.645394	6.606882	382.131027	1.085714	1.742857	2.400000	-0.78	354.106	15.033890	11.238048	-5.066255	9	0.000000	15.645394	0.000000	53.378235	0.000000	15.645394	73.143616	17.964475	45.660120	0	0	1	1	0	0	1	0
3	567.431166	12.453343	7.089119	12.833709	6.478023	10.978151	7.914542	3.067181	95.639554	0.000000	530.070277	1.162791	1.573770	2.270270	-1.30	506.124	6.724301	11.171170	-5.276575	19	42.727765	21.335138	0.000000	0.000000	6.420822	15.645394	62.107304	31.961948	87.509997	0	0	1	1	0	0	0	0
4	112.770735	4.414719	2.866236	2.866236	1.875634	1.875634	1.036450	0.727664	17.980451	12.841643	118.062994	1.444444	2.111111	2.555556	-1.10	108.056	3.931272	9.855741	-1.676296	4	6.041841	11.938611	6.923737	19.386400	0.000000	11.938611	18.883484	9.589074	33.333333	2	2	1	0	1	1	1	0
5	144.973737	5.540111	3.481748	3.481748	2.481029	2.481029	1.512478	0.671209	36.929927	0.000000	150.052823	1.083333	1.583333	1.916667	-0.98	140.050	3.015405	10.087469	-1.669306	6	0.000000	5.969305	0.000000	0.000000	0.000000	11.752550	24.415866	9.589074	43.333333	1	1	1	0	0	1	0	0
6	397.378253	7.630229	4.050364	4.050364	2.427901	2.427901	1.920495	1.120915	0.000000	17.919845	249.954839	1.250000	1.833333	2.333333	-1.39	243.065	1.845360	11.374861	-0.296713	10	5.783245	0.000000	0.000000	18.572862	19.541402	5.907180	37.567504	4.736863	42.166667	0	0	0	1	1	0	0	0
7	406.268445	10.756127	5.985559	5.985559	4.248141	4.248141	2.837764	1.718439	42.723899	0.000000	308.074347	1.142857	1.857143	2.428571	-1.81	292.111	2.025663	11.129428	-1.554927	12	0.000000	118.537582	0.000000	0.000000	0.000000	12.944442	36.809859	18.947452	53.666667	0	0	0	1	1	0	0	0
8	626.949462	8.343337	4.431698	7.460918	3.381446	6.071115	2.936652	1.770579	52.958168	0.000000	352.224974	1.000000	1.777778	2.333333	0.44	320.215	6.948400	11.749658	-5.581501	17	24.415866	21.335138	0.000000	0.000000	0.000000	23.468091	30.643767	31.961948	61.666667	0	0	0	1	1	0	0	0
9	31.019550	1.414214	0.492799	0.492799	0.117851	0.117851	0.000000	0.000000	0.000000	6.410095	61.016378	2.000000	2.000000	2.000000	-0.04	58.016	1.470000	8.583333	-0.250000	2	0.000000	0.000000	0.000000	0.000000	0.000000	6.410095	0.000000	4.794537	13.833333	0	0	1	1	1	0	0	0

	BertzCT	Chi1	Chi1n	Chi1v	Chi2n	Chi2v	Chi3v	Chi4n	EState_VSA1	EState_VSA2	ExactMolWt	FpDensityMorgan1	FpDensityMorgan2	FpDensityMorgan3	HallKierAlpha	HeavyAtomMolWt	Kappa3	MaxAbsEStateIndex	MinEStateIndex	NumHeteroatoms	PEOE_VSA10	PEOE_VSA14	PEOE_VSA6	PEOE_VSA7	PEOE_VSA8	SMR_VSA10	SMR_VSA5	SlogP_VSA3	VSA_EState9	fr_COO	fr_COO2	EC1	EC2	EC3	EC4	EC5	EC6
id
14828	965.294020	14.314516	7.599423	12.539117	5.336400	11.130439	7.521963	2.509394	50.632613	6.420822	518.256227	1.000000	1.685714	2.485714	-1.63	474.216	6.226160	11.833404	-4.661294	14	28.749462	13.792002	18.199101	11.629819	23.520590	32.800043	24.856656	13.825658	71.203219	1	1	0	1	1	0	0	0
14829	698.845848	16.115499	12.675642	12.675642	9.507194	9.507194	6.209859	4.015658	42.395693	23.533039	368.025696	1.333333	2.200000	2.933333	-1.66	355.073	5.959287	11.419714	-1.291111	13	18.311899	133.525600	0.000000	0.000000	0.000000	18.276830	75.706909	19.178149	99.666667	1	1	1	0	1	0	0	0
14830	258.490862	5.109061	3.966242	3.966242	2.248103	2.248103	1.955171	1.078093	5.969305	11.312963	138.031694	1.666667	2.000000	2.666667	-1.10	128.086	1.839752	10.266852	-1.087603	3	0.000000	5.969305	12.132734	6.066367	12.173675	5.969305	6.420822	11.215359	39.166667	1	1	1	1	0	0	0	1
14831	289.723798	6.310349	3.842571	5.143739	2.471051	4.562571	2.096558	1.054552	39.027639	0.000000	260.029719	1.400000	1.700000	1.900000	-0.02	247.031	3.247123	10.779251	-4.833153	10	18.311899	7.822697	0.000000	0.000000	0.000000	7.822697	24.539800	13.825658	36.819857	0	0	0	1	0	0	1	0
14832	83.690584	3.560660	1.689533	1.689533	0.924069	0.924069	0.408248	0.000000	0.000000	18.628754	112.027277	2.000000	2.500000	2.500000	-0.61	108.056	1.960000	9.576389	-0.336257	3	0.000000	0.000000	0.000000	13.344559	5.535202	5.783245	19.951441	4.794537	16.833333	0	0	1	1	0	0	0	0
14833	632.207041	10.911303	6.579933	9.179964	4.653583	6.030052	3.670528	1.770579	32.971529	6.606882	347.063084	1.562500	2.187500	2.687500	-1.87	333.112	4.879408	11.426427	-5.077909	16	17.248535	15.645394	0.000000	13.847474	6.923737	34.407699	32.607024	18.947452	61.376610	0	0	1	1	0	0	0	0
14834	62.568425	2.642734	1.446898	1.446898	0.879497	0.879497	0.174620	0.000000	0.000000	0.000000	74.024203	2.666667	2.666667	2.666667	-0.53	70.027	0.729375	5.506944	0.250000	0	0.000000	0.000000	0.000000	0.000000	6.066367	0.000000	6.420822	0.000000	10.000000	0	0	0	1	0	1	0	0
14835	981.327476	10.363081	6.146219	6.146219	4.700576	4.700576	3.064846	2.133897	17.248535	0.000000	297.089560	1.461538	2.153846	2.769231	-3.15	282.220	2.045502	12.118907	-0.446105	8	34.480943	0.000000	0.000000	0.000000	23.762553	10.969244	0.000000	0.000000	66.666667	0	0	1	1	0	0	0	0
14836	299.171248	9.949161	6.589761	7.848913	5.276568	5.476436	3.978973	2.299833	45.623794	0.000000	265.959270	0.950000	1.400000	1.950000	-0.44	257.119	8.424399	10.909292	-4.181527	7	0.000000	7.822697	19.420579	0.000000	0.000000	7.822697	108.961047	9.088795	45.583333	0	0	0	1	1	0	0	0
14837	785.394062	15.671142	9.896164	10.234264	7.860296	8.522605	5.645502	3.312893	82.448246	5.687386	437.234828	1.041667	1.750000	2.500000	-1.36	402.326	5.178431	12.211804	-5.394920	16	0.000000	15.645394	0.000000	37.107112	0.000000	32.757611	38.704130	22.701338	71.127044	0	0	0	1	0	1	0	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII